Part of the problem is that the figures are made from petroleum-based plastics. So their cost is reflecting the rise in oil prices--to a certain degree.
The bulk of it, though, has less to do with that and more to do with keeping a nice profit margin to offset a dwindling customer base (it's been going on in the comic book industry for decades now, where a once cheap commodity has become essentially a luxury item).